Programming & Software Development – Browse Learning Resources

MIT OCW

free course

Introduction to CS and Programming using Python

Dr. Ana Bell

This subject is aimed at students with little to no programming experience. It aims to provide students with an...

Computer Science Engineering Programming & Coding

intermediate

MIT OCW

free course

Mathematics for Computer Science

Prof. Erik Demaine

This course covers elementary discrete mathematics for science and engineering, with a focus on mathematical tools...

Mathematics Engineering Computer Science

intermediate

MIT OCW

free course

Networks

Prof. Alexander Wolitzky

Networks are ubiquitous in our modern society. The World Wide Web that links us to the rest of the world is the most...

Economics Computer Science Engineering

intermediate

MIT OCW

free course

Effective Programming in C and C++

Andre Kessler

This course is a fast-paced introduction to the C and C++ programming languages, with an emphasis on good...

Computer Science Data Science, Analytics & Computer Technology Engineering

intermediate

MIT OCW

free course

Introduction to Computer Science and Programming in Python

Dr. Ana Bell

6.0001 Introduction to Computer Science and Programming in Python is intended for students with little or no...

Computer Science Programming & Coding Engineering

intermediate

MIT OCW

free course

Introduction to Algorithms

Prof. Erik Demaine

This course is an introduction to mathematical modeling of computational problems, as well as common algorithms,...

Mathematics Computer Science Engineering

intermediate

MIT OCW

free course

Distributed Computer Systems Engineering

Prof. Robert Morris

This course covers abstractions and implementation techniques for the design of distributed systems. Topics include:...

Computer Science Data Science, Analytics & Computer Technology Engineering

advanced

MIT OCW

free course

Blockchain and Money

Prof. Gary Gensler

This course is for students wishing to explore blockchain technology’s potential use—by entrepreneurs and...

Digital Business & IT Finance & Accounting Computer Science

advanced

MIT OCW

free course

Introduction to R and Geographic Information Systems (GIS)

Dr. Helena Vallicrosa

The goal of these videos is to provide students with tools and concepts for working with R, a free software...

Environmental Engineering Computer Science Programming & Coding

beginner

MIT OCW

free course

A Gentle Introduction to Programming Using Python

Sarina Canelake

This course will provide a gentle, yet intense, introduction to programming using Python for highly motivated...

Engineering Programming & Coding Software Design and Engineering

intermediate

MIT OCW

free course

Practical Programming in C

Daniel Weller

This course provides a thorough introduction to the C programming language, the workhorse of the UNIX operating...

Programming & Coding Software Design and Engineering Computer Science

intermediate

MIT OCW

free course

Introduction to Computational Thinking

Prof. Alan Edelman

This is an introductory course on computational thinking. We use the Julia programming language to approach...

Mathematics Climate Science Computer Science

intermediate

MIT OCW

free course

Computational Methods of Scientific Programming

Prof. Thomas Herring

This introductory course exposes students to modern programming methods and techniques used in practice by physical...

Computer Science Engineering Systems Engineering

intermediate

MIT OCW

free course

Computer Graphics

Prof. Wojciech Matusik

This course provides introduction to computer graphics algorithms, software and hardware. Topics include: ray...

Computer Science Visualization Engineering

intermediate

MIT OCW

free course

Computer Networks

Prof. Hari Balakrishnan

How does the global network infrastructure work and what are the design principles on which it is based? In what...

Computer Science Engineering Networks and Security

advanced

MIT OCW

free course

Computer System Engineering

Dr. Katrina LaCurts

This class covers topics on the engineering of computer software and hardware systems. Topics include techniques for...

Computer Science Engineering Software Design and Engineering

intermediate

MIT OCW

free course

Introduction to Computers and Engineering Problem Solving

Dr. George Kocur

This course presents the fundamentals of object-oriented software design and development, computational methods and...

Engineering Systems Engineering Computer Science

intermediate

MIT OCW

free course

Introduction to C and C++

Tom Lieber

This course provides a fast-paced introduction to the C and C++ programming languages. You will learn the required...

Computer Science Engineering Programming & Coding

intermediate

MIT OCW

free course

Computer System Architecture

Dr. Joel Emer

6.823 is a course in the department’s “Computer Systems and Architecture” concentration. 6.823 is a study of the...

Computer Science Engineering Software Design and Engineering

advanced

MIT OCW

free course

Computer Systems Security

Prof. Nickolai Zeldovich

This course covers design and implementation of secure computer systems. The lectures cover attacks that compromise...

Engineering Software Design and Engineering Computer Science

intermediate

MIT OCW

free course

Introduction to Programming in Java

Evan Jones

This course is an introduction to software engineering, using the Java™ programming language. It covers concepts...

Computer Science Engineering Programming & Coding

intermediate

MIT OCW

free course

Advanced Algorithms

Prof. David R. Karger

This course is a first-year graduate course in algorithms. Emphasis is placed on fundamental algorithms and advanced...

Engineering Algorithms and Data Structures Computer Science

advanced

MIT OCW

free course

Quantum Computation

Prof. Peter Shor

This course provides an introduction to the theory and practice of quantum computation. Topics covered include:...

Physics Mathematics Computer Science

advanced

MIT OCW

free course

Advanced Data Structures

Prof. Erik Demaine

Data structures play a central role in modern computer science. You interact with data structures even more often...

Engineering Algorithms and Data Structures Computer Science

advanced

MIT OCW

free course

Introduction to C++

Jesse Dunietz

This is a fast-paced introductory course to the C++ programming language. It is intended for those with little...

Computer Science Engineering Programming & Coding

intermediate

MIT OCW

free course

Design and Analysis of Algorithms

Prof. Erik Demaine

This is an intermediate algorithms course with an emphasis on teaching techniques for the design and analysis of...

Engineering Algorithms and Data Structures Networks and Security

intermediate

MIT OCW

free course

Algorithms for Inference

Prof. Devavrat Shah

This is a graduate-level introduction to the principles of statistical inference with probabilistic models defined...

Mathematics Computer Science Visualization

advanced

MIT OCW

free course

Performance Engineering of Software Systems

Prof. Charles Leiserson

6.172 is an 18-unit class that provides a hands-on, project-based introduction to building scalable and...

Engineering Systems Engineering Computer Science

intermediate

MIT OCW

free course

Database Systems

Prof. Samuel Madden

This course relies on primary readings from the database community to introduce graduate students to the foundations...

Digital Business & IT Computer Science Data Science

advanced

MIT OCW

free course

Operating System Engineering

Prof. Frans Kaashoek

This course studies fundamental design and implementation ideas in the engineering of operating systems. Lectures...

Computer Science Engineering Software Design and Engineering

advanced

MIT OCW

free course

Cryptography and Cryptanalysis

Prof. Silvio Micali

This course features a rigorous introduction to modern cryptography, with an emphasis on the fundamental...

Computer Science Engineering Networks and Security

advanced

MIT OCW

free course

Network and Computer Security

Prof. Ronald Rivest

6.857 Network and Computer Security is an upper-level undergraduate, first-year graduate course on network and...

Policy and Administration Computer Science Engineering

advanced

MIT OCW

free course

Numerical Computation for Mechanical Engineers

Prof. Anthony T. Patera

This class introduces elementary programming concepts including variable types, data structures, and flow control....

Mathematics Engineering Computer Science

intermediate

MIT OCW

free course

Foundations of Software Engineering

Prof. Kevin Amaratunga

This is a foundation subject in modern software development techniques for engineering and information technology....

Computer Science Engineering Software Design and Engineering

advanced

MIT OCW

free course

Software Construction

Prof. Robert Miller

6.005 Software Construction introduces fundamental principles and techniques of software development, i.e., how to...

Computer Science Engineering Software Design and Engineering

intermediate

MIT OCW

free course

Software Engineering Concepts

Prof. Nancy Leveson

This is a reading and discussion subject on issues in the engineering of software systems and software development...

Engineering Systems Engineering Computer Science

advanced

MIT OCW

free course

Cryptocurrency Engineering and Design

Dr. Neha Narula

Bitcoin and other cryptographic currencies have gained attention over the years as the systems continue to evolve....

Data Science Engineering Software Design and Engineering

advanced

MIT OCW

free course

STAR: Software Tools for Academics and Researchers

MIT Office of Educational Innovation and Technology

The Software Tools for Academics and Researchers (STAR) program at MIT seeks to bridge the divide between scientific...

Physics Computer Science Environmental Engineering

beginner

MIT OCW

free course

Introduction to Computer Science and Programming

Prof. John Guttag

6.00SC Intro to CS and Programming has been retired from OCW. You can access the archived course on DSpace –...

Computer Science Engineering Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free course

Secure Hardware Design

Prof. Mengija Yan

MIT’s Secure Hardware Design Class (6.5950/6.5951) is an open-source course that teaches students both how to attack...

Data Science, Analytics & Computer Technology Engineering Software Design and Engineering

advanced

MS Learn

free tutorial

Create a unified customer profile in Dynamics 365 Customer Insights - Data

Learn about creating a unified customer profile in Customer Insights - Data.

Dynamics 365 Customer Insights Data

intermediate

MS Learn

free course

Get Started with Python Programming: Part 1 - Fundamentals

Learn the fundamentals of programming in Python.

Vs Code

beginner

MS Learn

free tutorial

Work with data in Python

Learn how to store and manipulate data in Python. Explore variables, dynamic typing, numeric operations, and type conversion.

Vs Code

beginner

MS Learn

free tutorial

Add decision-making to your code

Learn how to control the flow of your Python programs using Booleans, comparison operators, conditional logic, and...

Vs Code

beginner

MS Learn

free tutorial

What is Project Perception?

Understand what Project Perception is, the problem it addresses, and the core capabilities it provides today in the...

Defender Xdr

beginner

MS Learn

free tutorial

Write your first Python code

Get started with Python programming. Learn to display output, accept user input, and manipulate strings to build...

Vs Code

beginner

COU

Coursera

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Developing Full-Stack Applications with JavaScript

“Developing Full-Stack Applications” focuses on advanced JavaScript concepts to build modern, scalable, and...

COU

Coursera

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Building Interactive Web Applications with JavaScript

Static webpages limit your ability to engage your users on a deeper level. In "Building Interactive Web...

MS Learn

free tutorial

Introduction to Azure hybrid cloud services

Get an introductory overview of hybrid cloud technologies and how you can connect an on-premises environment to...

Azure

beginner

COU

Coursera

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Cómo desarrollar el entorno

Este curso explora los elementos clave para construir equipos de alto rendimiento y fomentar una cultura...

beginner

MS Learn

free tutorial

Debug and respond to production multi-agent incidents in Azure

Debug and respond to production incidents in multi-agent AI solutions in Azure. Implement agent replay capabilities...

Azure Microsoft Foundry Azure Monitor

advanced

MS Learn

free course

Working with Connected Field Service for Dynamics 365 and Azure IoT

This learning path introduces you to connected Field Service and Azure IoT. Included in this learning path is...

Dynamics 365 Dynamics Field Service Azure

intermediate

COU

Coursera

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Microsoft Entra ID Fundamentals and Identity Administration

The Microsoft Entra ID Fundamentals and Identity Administration course is designed for beginners, IT administrators,...

beginner

MS Learn

free tutorial

Understand advanced Windows Firewall

Design, secure, monitor, and troubleshoot advanced Windows Firewall policy for enterprise Windows environments.

Windows

advanced

MS Learn

free tutorial

Optimize multi-agent performance and cost in Microsoft Foundry

Optimize multi-agent performance and cost in Microsoft Foundry. Design model routing strategies across agent...

Azure Microsoft Foundry

advanced

MS Learn

free tutorial

Design human-in-the-loop approval workflows with Power Automate and Microsoft Teams

Design human-in-the-loop systems for production multi-agent workflows using Power Automate and Microsoft Teams....

Azure Microsoft Foundry Power Automate

advanced

MS Learn

free course

Monitor and optimize operational resources in Azure SQL

Azure

intermediate

MS Learn

free course

Optimize query performance in Azure SQL

Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Explore performance-based database design

Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Convert Oracle schemas to Azure Database for PostgreSQL by using AI

Learn how to use the AI-powered Oracle to Azure Database for PostgreSQL schema conversion feature in the Visual...

Azure Database Postgresql

intermediate

MS Learn

free tutorial

Evaluate performance improvements

Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Explore query performance optimization

Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Configure SQL Server resources for optimal performance

Azure Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Configure databases for optimal performance

Azure Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Design evaluation frameworks for multi-agent solutions with Microsoft Foundry

Design evaluation frameworks for production multi-agent AI solutions using Microsoft Foundry. Define success metrics...

Azure Microsoft Foundry

advanced

MS Learn

free tutorial

Describe performance monitoring

Azure Azure Sql Database Sql Server

intermediate

MS Learn

free course

Introduction to Microsoft Azure Data core data concepts

Data is the foundation on which all software is built. Learn about common data formats, workloads, roles, and...

Azure Fabric Power Bi

beginner

COU

Coursera

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Core Service Administration

This course provides a comprehensive foundation for the essential tasks every Microsoft 365 administrator must...

intermediate

MS Learn

free course

Architect API integration in Azure

Learn how to architect API integration in Azure, and provide secure, scalable API access for your applications.

Azure Azure Api Management

intermediate

MS Learn

free tutorial

Implement distributed observability for multi-agent solutions with OpenTelemetry

Implement distributed observability infrastructure for production multi-agent AI solutions using OpenTelemetry and...

Azure Microsoft Foundry Azure Monitor

advanced

MS Learn

free tutorial

Govern the enterprise agent lifecycle in Microsoft Foundry

Govern the enterprise agent lifecycle in Microsoft Foundry. Design agent versioning strategies and approval...

Azure Microsoft Foundry

advanced

COU

Coursera

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Docker Networking and Storage

Run reliable containerized applications through this practical course built around 10 real-world demos covering...

COU

Coursera

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Building Images with Dockerfiles

Take your Docker skills to the next level with this hands-on course built around 8 real-world demos covering image...

beginner

MS Learn

free course

Implement a secure environment for a database service

Azure Azure Sql Database Sql Server

intermediate

MS Learn

free course

Plan and implement data platform resources

Azure Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Evaluate strategies for migrating to Azure SQL

Azure Azure Sql Database Azure Sql Managed Instance

intermediate

MS Learn

free tutorial

Configure database authentication and authorization

Azure

intermediate

MS Learn

free tutorial

Implement compliance controls for sensitive data

Azure Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Define a Microsoft AI strategy to create business value in sustainability

Discover AI use cases and scenarios for sustainability. Get familiar with Microsoft AI tools and services for...

Azure Openai Mscloud Sustainability Industry Solutions

beginner

MS Learn

free tutorial

Protect data in-transit and at rest

Azure Azure Sql Database Sql Server

intermediate

COU

Coursera

audit free course

Docker Security, Troubleshooting and DCA Exam Prep

Learn to create secure, resilient Docker environments through this hands-on course built around 10 real-world demos...

MS Learn

free course

Architect a data platform in Azure

Learn how to architect a data platform in Azure and build solutions to store relational and NoSQL data.

Azure Azure Sql Database Azure Synapse Analytics

intermediate

MS Learn

free tutorial

Understand how Active Directory Domain Services uses DNS

Trace service discovery, interpret directory locator records, evaluate directory-integrated zones, and diagnose...

Windows Server

advanced

MS Learn

free tutorial

Secure multi-agent systems with Azure zero-trust architecture

Secure production multi-agent systems using Azure zero-trust architecture principles. Apply per-agent managed...

Azure Microsoft Foundry Entra Id

advanced

MS Learn

free tutorial

Implement CI/CD pipelines for multi-agent systems with GitHub Actions

Implement enterprise CI/CD pipelines for multi-agent systems using GitHub Actions and Microsoft Foundry. Design...

Azure Microsoft Foundry Github

advanced

MS Learn

free tutorial

Advanced Group Policy troubleshooting

Diagnose Group Policy scope, processing, replication, connectivity, performance, effective-state, and Windows Server...

Windows Server

advanced

MS Learn

free tutorial

Ingest DICOM data into healthcare data solutions in Microsoft Fabric

Learn about the DICOM transformation capability in healthcare data solutions in Microsoft Fabric.

Industry Solutions Mscloud Healthcare

intermediate

MS Learn

free tutorial

Dragon Copilot (physicians) learn to train summary

Learn how to train clinicians on Microsoft Dragon Copilot. Use a practical trainer checklist and curated support...

Mscloud Healthcare

intermediate

COU

Coursera

audit free course

Facilitating Impactful Scrum Events

This course provides a practical guide to mastering and facilitating the five core scrum events: the sprint, sprint...

beginner

COU

Coursera

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Python: Mastering Pandas Essentials

By the end of this course, you’ll be using Pandas to prepare, explore, transform, and analyze real-world tabular...

COU

Coursera

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Real-Time Dashboards in Python: Streamlit & Live Data

This fully hands-on course teaches learners to build production-quality real-time dashboards using Streamlit,...

COU

Coursera

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Infrastruktur und Anwendungen mit Google Cloud modernisieren

Viele traditionelle Unternehmen verwenden ältere Systeme und Apps, die nicht mit den modernen Kundenerwartungen...

COU

Coursera

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ASP.NET Core Web Development

This course explores modern web application development with .NET, ASP.NET Core, Entity Framework Core, PostgreSQL,...

COU

Coursera

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Cloud-Native .NET Application Deployment

This course explores cloud-native application development with .NET, Docker, Docker Compose, .NET Aspire,...

COU

Coursera

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Java Concurrency, Performance, and Networking

Modern Java development demands applications that are scalable, responsive, and efficient. This course explores key...

COU

Coursera

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Node.js Foundations: Core Concepts & Async Patterns

This course covers the essential concepts of Node.js, emphasizing its event-driven architecture and significance in...

beginner

COU

Coursera

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Modern Architectures and Career Growth in .NET 8

This course focuses on modern software architecture and professional growth in .NET 8, highlighting...

COU

Coursera

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Optimizing, Deploying, and Scaling ASP.NET Core Web APIs

Building a successful web API requires more than writing code—it demands effective deployment, operational...

COU

Coursera

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Linux Networking, Security, and Automation Essentials

A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge...

COU

Coursera

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Google Cloud 운영으로 확장하기

"규모와 관계없이 모든 조직이 클라우드의 강력한 기능과 유연성을 활용하여 운영 방식을 혁신하고 있습니다. 하지만 클라우드 리소스를 효과적으로 관리하고 확장하는 것은 복잡한 작업일 수 있습니다. 이 과정에서는...

COU

Coursera

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Personal and Real Property Laws

Gain the skills to confidently handle personal and real property by learning the legal processes for acquiring and...

COU

Coursera

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Memodernisasi Infrastruktur dan Aplikasi dengan Google Cloud

Banyak perusahaan tradisional menggunakan sistem dan aplikasi lama yang tidak dapat mengikuti ekspektasi pelanggan...

COU

Coursera

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Linux Security, Automation, and Troubleshooting

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

COU

Coursera

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Azure Pipelines: CI/CD Automation and Release Management

Master production CI/CD beyond just running builds through this advanced-level Azure Pipelines course, built for...

COU

Coursera

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Threat Detection and Security Engineering

This advanced-level course focuses on the technical design of enterprise security operations, continuous testing,...

COU

Coursera

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Application and DevSecOps

In this advanced-level course, you will learn to embed security directly into the software development lifecycle,...

intermediate

COU

Coursera

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Amazon Q Developer for the absolute beginners - Hands-on

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

COU

Coursera

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Advanced Java Features and Concurrency

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

COU

Coursera

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Ethical Hacking, Pentesting & Bug Bounty Hunting v2

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

intermediate

COU

Coursera

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Troubleshooting, Mobile Devices & Professional Practices

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

intermediate

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Coursera

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Concurrency in Java - Practical Multithreading - 2026

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

COU

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Intermediate Jetpack Compose & Mobile App Development

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

COU

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Build a Dynamic File Transfer App with WebRTC

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

intermediate

COU

Coursera

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GitHub Copilot for Developers - Zero to Agentic Coding

A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge...

COU

Coursera

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Vibe Coding Foundation

AI can generate code faster than ever, but most of it never makes it to production. This Vibe Coding Foundation...

COU

Coursera

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使用 Google Cloud 探索数据转换

云技术是一项强大的资产，与数据相结合后，它将成为创新和提升客户体验的催化剂。《使用 Google Cloud 探索数据转换》课程探讨了组织如何利用云技术让数据更易于访问、更具实用价值和商业价值。作为“Cloud Digital...

COU

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Azure Storage, Virtual Machines, and App Service

Every cloud application needs reliable storage and scalable compute. This course covers both — giving you the skills...

COU

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Gateway API with NGINX Fabric Gateway

Replace legacy Ingress with modern, production-ready traffic management using NGINX Gateway Fabric. Kubernetes...

intermediate

COU

Coursera

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Network & Active Directory Security Testing with Kali Linux

This course equips cybersecurity professionals with advanced network and Active Directory security testing...

COU

Coursera

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Mastering React: From Fundamentals to Real Projects

This course teaches you React from the ground up — starting with the core concepts and building up to a real working...

intermediate